Two million years ago in Africa, several species of human-like creatures roamed the landscape. Some looked surprisingly similar to each other, while others had distinct, defining features.

In September 2015, another species was added to the list. Hundreds of bones discovered in a South African cave are now believed to belong to a new species, known as Homo naledi. There may well be many more extinct hominin species waiting to be uncovered.

Our own species appeared around 200,000 years ago, at a time when several others existed. Yet today, only we remain. Why did we manage to survive when all of our closest relatives have died out?

To start with, it's worth pointing out that extinction is a normal part of evolution. In that sense it may not seem surprising that human-like species – known as "hominins" – have died out.

There is no evidence they were systematically preying on large animals

But it is not obvious that the world only has room for one species of human. Our closest living relatives are the great apes, and there are six species alive today: chimpanzees, bonobos, two species of gorilla and two species of orangutan.

There are some clues that reveal why some of our forebears were more successful than others.

Several million years ago, when a great many hominin species lived side-by-side, they mainly ate plants. "There is no evidence they were systematically preying on large animals," says John Shea of Stony Brook University in New York, US.

Rewind to 30,000 years ago. As well as modern humans, three other hominin species were around: the Neanderthals in Europe and western Asia, the Denisovans in Asia, and the "hobbits" from the Indonesian island of Flores.

The Neanderthals were displaced very soon after modern humans encroached on their habitat

The hobbits could have survived until as recently as 18,000 years ago. They may have been wiped out by a large volcanic eruption, according to geological evidence from the area. Living on one small island will also leave a species more vulnerable to extinction when disaster strikes.

We do not know enough about the Denisovans to even ask why they died out. All we have from them is a small finger bone and two teeth.

However, we know a lot more about the Neanderthals, simply because we have known about them for much longer and have many fossils. So to get at why we are the only human species left standing, we must rely on figuring out why they died out.

The archaeological evidence strongly suggests that the Neanderthals somehow lost out to modern humans, says Jean-Jacques Hublin of the Max Planck Institute for Evolutionary Anthropology in Leipzig, Germany. The Neanderthals were displaced very soon after modern humans encroached on their habitat, which Hublin says can't be a coincidence.

Neanderthals were better adapted to hunting in woodland environments than modern humans

Neanderthals evolved long before us, and lived in Europe well before we arrived. By the time we got to Europe, just over 40,000 years ago, Neanderthals had been successfully living there for over 200,000 years, ample time to adapt to the chilly climate. They wore warm clothes, were formidable hunters and had sophisticated stone tools.

But when Europe began experiencing rapid climate change, some researchers argue, the Neanderthals may have struggled.

The temperature was not the main issue, says John Stewart of Bournemouth University in the UK. Instead, the colder climate changed the landscape they lived in, and they did not adapt their hunting style to suit it.

Neanderthals were better adapted to hunting in woodland environments than modern humans.

But when Europe's climate began fluctuating, the forests became more open, becoming more like the African savannahs that modern humans were used to. The forests, which provided most of Neanderthals' food, dwindled and could no longer sustain them.

As well as large game, they also hunted smaller animals like hares and rabbits.

In contrast, there is little evidence that Neanderthals hunted similar small ground mammals according to analyses of archaeological sites in Iberia where the Neanderthals clung on the longest.

We had a greater range of innovative and deadly tools

Their tools were better suited for hunting bigger animals, so even if they tried, they may not have been successful at catching small animals. Though there is evidence they ate birds, they may have lured them in with the remains of other dead animal carcasses, rather than actively hunting them in the sky.

All in all, "modern humans seemed to have a greater number of things they could do when put under stress," says Stewart. This ability to innovate and adapt may explain why we replaced Neanderthals so quickly.

"Faster innovation leads to better efficiency and exploitation in the environment and therefore a higher reproductive success," says Hublin.

He believes that there is something intrinsic to modern humans that helped us adapt so quickly. There is some evidence for that.

But tools are not the only things modern humans made. We also created something else, which helped us outcompete every other species on Earth: symbolic art.

Talking Neanderthals

Our extinct relatives may have been able to speak

Genetic analysis suggests that Neanderthals and Denisovans both had the capacity for language. They carried the genes that allow us to finely control how our tongues move.

However, our heads were shaped differently to theirs, says Shea. That suggests we are better at making certain sounds.

Our face is situated directly under our brain, allowing us to break up sounds in short segments.

In contrast, Neanderthals and other ancient hominins had their faces further to the front of their skulls. "This makes it difficult to sort out particular sounds, like vowels," says Shea.

That does not necessarily mean they could not talk. Instead, it may indicate their language was more like song.

Shortly after modern humans left Africa, there is ample evidence that they were making art. Archaeologists have found ornaments, jewellery, figurative depictions of mythical animals and even musical instruments.

"When modern humans hit the ground [in Europe], their populations went up quickly," says Nicholas Conard at the University of Tübingen in Germany, who has discovered several such relics. As our numbers swelled, we began living in much more complex social units, and needed more sophisticated ways to communicate.

By 40,000 years ago, humans in Europe were making things any of us would recognise as art. One of the most striking is a wooden carving of a lion-human statue, called the Löwenmensch, found in a cave in Germany. Similar sculptures from the same period have been found elsewhere in Europe.

They didn't need a whole arsenal of symbolic artefacts to get the job done

This suggests that we were sharing information across cultural groups from different areas, rather than keeping knowledge to ourselves. It seems art was a critical part of our identity, helping to bring different groups together.

In other words, symbols were a kind of social glue. They could "help people organise their social and economic affairs with one another," says Conard.

In stark contrast, Neanderthals didn't seem to need art or symbols. There is limited evidence they made some jewellery, but not to the extent we did. "They did their hunting, cooking, sleeping, eating, sex and recreation. They didn't need a whole arsenal of symbolic artefacts to get the job done."

For humans, the sharing of symbolic information has been crucial to our success. Every new idea we pick up has the chance to become immortal by being passed down through the generations. That is how language spread, for example.

They found a rut and were stuck in it

The fact that we made any art at all, using the same hands that made all those tools, also points to our unique capacity for behavioural variability, says Shea.

"We do everything more than one distinct way," he says. "Often, the solutions we devise for one problem, we can repurpose to solve a different one. This is something we do exclusively well."

Other ancient hominins seemed to do the same thing over and over again. "They found a rut and were stuck in it."

That has long been a popular view. Illustrations of human evolution like the one above often show a progression from ape-like creatures to modern humans, with ever bigger brains as things went on.

Most Europeans only developed a tolerance to lactose when our ancestors started to eat more dairy produce

In reality, our evolutionary story is more complicated than that. Homo erectus survived for a long time and was the first hominin species to expand out of Africa – before even the Neanderthals – but its brain was quite small.

We know that our behaviour, or the circumstances in which we find ourselves, can change our genetic make-up.

There are important differences between us and our Neanderthal and Denisovan relatives

For instance, most Europeans only developed a tolerance to lactose when our ancestors started to eat more dairy produce. Genetic changes can also occur when large populations are faced with devastating diseases such as the Black Death in the 14th Century, which changed the genes of survivors.

In a similar vein, Hublin proposes that modern humans, at some point, benefited from key genetic changes.

We don't know what benefits these genetic changes had. But others have suggested that it is our hyper-social, cooperative brain that sets us apart. From language and culture to war and love, our most distinctively human behaviours all have a social element.

That means it could be our propensity for social living that led to our ability to use symbols and make art.